gsd-ns-review

Route user intent to the appropriate review, audit, or debugging workflow.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/BeiBei-Clic/ai-skills --skill gsd-ns-review-beibei-clic
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: gsd-ns-review
Source: https://github.com/BeiBei-Clic/ai-skills/tree/main/gsd-ns-review
Command: npx skills add https://github.com/BeiBei-Clic/ai-skills --skill gsd-ns-review-beibei-clic

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill prevents review work from getting stuck by automatically routing a request to the most appropriate quality gate or review workflow, instead of making you pick the exact tool manually.

Core Features & Use Cases

  • Intent-based review routing: Maps what you ask for (code quality, audit, security, UI, eval, validation, debugging, forensics) to the correct downstream review skill.
  • Fix-oriented code review: Supports both standard review and “review with auto-fix” flows for code issues.
  • Quality gate coverage across the lifecycle: Covers correctness, UAT/acceptance auditing, security review of a phase, AI response evaluation, UI/accessibility review, and output validation.

Quick Start

Ask: Route me to the right review and quality gate for my failing feature by reviewing the phase output and debugging the issue.

Frequently Asked Questions about gsd-ns-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I route a request to the right code review or security audit workflow?

Routing a request to the right code review or security audit workflow requires mapping your intent to the appropriate quality gate. This skill analyzes your request and automatically selects the correct downstream review, evaluation, or debugging skill to invoke.

Can I automatically fix code issues during a standard code review?

Yes, you can fix code issues during a standard code review by using the fix-oriented routing mode. The skill supports both standard review flows and a review with auto-fix workflow to directly resolve detected code problems.

What is the best way to evaluate AI response quality and UI accessibility?

Evaluating AI response quality and UI accessibility is handled by intent-based routing to specialized quality gates. The skill identifies your specific evaluation or UI review request and invokes the matched underlying skill to validate the output.

How do I perform forensic analysis and debug a failing feature phase output?

To perform forensic analysis and debug a failing feature phase output, ask the skill to review the phase output and debug the issue. It routes your debugging intent to the appropriate forensic analysis workflow to investigate the failure.

Does UAT testing and acceptance auditing require selecting tools manually?

No, UAT testing and acceptance auditing do not require selecting tools manually. The skill prevents review work from getting stuck by automatically evaluating your intent and routing the request to the correct acceptance audit quality gate.

What are the limitations of using intent-based routing for project lifecycle quality gates?

The limitation of intent-based routing for project lifecycle quality gates is its dependency on selecting and invoking matched underlying skills. If the required downstream review or validation skill is unavailable, the routing mechanism cannot complete the requested analysis.